Kanlet vs Make This Better

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Kanlet compared with Make This Better
Detail	Kanlet	Make This Better
What it does	Semantic context layer that helps AI agents understand your business data accurately	Feedback your agent can ship
Stage	MVP	Startup
Founded	Not given	Not given
Based in	Not given	Not given
Pricing model	Not given	Freemium
Pricing	Not given	Not given
Key features	Connects to 15+ data systems including Snowflake, Databricks, BigQuery, Redshift, dbt, Airflow, Tableau, Looker, Power BI and Postgres Extracts structural metadata including databases, schemas, tables, views, columns and relationship lineage Provides Web-UI, MCP server and REST APIs for accessing semantic context Automatic incremental updates with configurable sync schedules from on-demand to daily or weekly Role-level access controls and data classifications including PII, PHI and SPII Only reads metadata without accessing or moving actual data from systems Integrates with quality monitoring tools including Monte Carlo, Anomalo and Bigeye	Automatic screenshot and DOM capture AI-powered feedback triage MCP and CLI integration for coding agents Works with Claude Code, Cursor, Windsurf, and Codex Real-time feedback board with progress tracking User notifications when fixes deploy Private boards and custom domains on paid plans Third-party integrations Bring Your Own Key (BYOK) on all plans
What makes it different	Eliminates confident AI mistakes by grounding agents in semantic context instead of having them guess from table names Reduces AI token costs and speeds up answers by resolving schema and joins once upstream instead of in each agent query Ensures consistent answers across all agents and teams using the same definitions and business logic Provides complete traceability and auditability of AI decisions with documented context and ownership	Closes the gap between fast AI coding and understanding real user needs Captures context that prevents silent churn One-command setup with no configuration needed Brings user testing into the product without dedicated QA Turns scattered user requests into obvious product priorities
Free plan	Not given	Not given
Open source	Not given	Not given
Platforms	Not given	Not given
Public API	Not given	Not given
Community votes	0	0
DR (Domain Rating by Ahrefs)	9 +1 (up) since last check	54 no change since last check
Trust Flow (Majestic)	1	7
Citation Flow (Majestic)	24	36
Referring domains (Majestic)	29	86

4 details filled in for both companies.

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